US10409514B2 - IP multicast message transmission for event notifications - Google Patents
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- US10409514B2 US10409514B2 US15/332,557 US201615332557A US10409514B2 US 10409514 B2 US10409514 B2 US 10409514B2 US 201615332557 A US201615332557 A US 201615332557A US 10409514 B2 US10409514 B2 US 10409514B2
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Definitions
- This invention relates generally to computer networks and more particularly to dispersing error encoded data.
- Computing devices are known to communicate data, process data, and/or store data. Such computing devices range from wireless smart phones, laptops, tablets, personal computers (PC), work stations, and video game devices, to data centers that support millions of web searches, stock trades, or on-line purchases every day.
- a computing device includes a central processing unit (CPU), a memory system, user input/output interfaces, peripheral device interfaces, and an interconnecting bus structure.
- a computer may effectively extend its CPU by using “cloud computing” to perform one or more computing functions (e.g., a service, an application, an algorithm, an arithmetic logic function, etc.) on behalf of the computer.
- cloud computing may be performed by multiple cloud computing resources in a distributed manner to improve the response time for completion of the service, application, and/or function.
- Hadoop is an open source software framework that supports distributed applications enabling application execution by thousands of computers.
- a computer may use “cloud storage” as part of its memory system.
- cloud storage enables a user, via its computer, to store files, applications, etc. on an Internet storage system.
- the Internet storage system may include a RAID (redundant array of independent disks) system and/or a dispersed storage system that uses an error correction scheme to encode data for storage.
- FIG. 1 is a schematic block diagram of an embodiment of a dispersed or distributed storage network (DSN) in accordance with the present invention
- FIG. 2 is a schematic block diagram of an embodiment of a computing core in accordance with the present invention.
- FIG. 3 is a schematic block diagram of an example of dispersed storage error encoding of data in accordance with the present invention.
- FIG. 4 is a schematic block diagram of a generic example of an error encoding function in accordance with the present invention.
- FIG. 5 is a schematic block diagram of a specific example of an error encoding function in accordance with the present invention.
- FIG. 6 is a schematic block diagram of an example of a slice name of an encoded data slice (EDS) in accordance with the present invention.
- FIG. 7 is a schematic block diagram of an example of dispersed storage error decoding of data in accordance with the present invention.
- FIG. 8 is a schematic block diagram of a generic example of an error decoding function in accordance with the present invention.
- FIG. 9 is a schematic block diagram of another embodiment of a dispersed storage network (DSN) that includes a plurality of storage units in accordance with the present invention.
- DSN dispersed storage network
- FIG. 9A is a flowchart illustrating an example of communicating storage unit task execution status in accordance with the present invention.
- FIG. 1 is a schematic block diagram of an embodiment of a dispersed, or distributed, storage network (DSN) 10 that includes a plurality of computing devices 12 - 16 , a managing unit 18 , an integrity processing unit 20 , and a DSN memory 22 .
- the components of the DSN 10 are coupled to a network 24 , which may include one or more wireless and/or wire lined communication systems; one or more non-public intranet systems and/or public internet systems; and/or one or more local area networks (LAN) and/or wide area networks (WAN).
- LAN local area network
- WAN wide area network
- the DSN memory 22 includes a plurality of storage units 36 that may be located at geographically different sites (e.g., one in Chicago, one in Milwaukee, etc.), at a common site, or a combination thereof. For example, if the DSN memory 22 includes eight storage units 36 , each storage unit is located at a different site. As another example, if the DSN memory 22 includes eight storage units 36 , all eight storage units are located at the same site. As yet another example, if the DSN memory 22 includes eight storage units 36 , a first pair of storage units are at a first common site, a second pair of storage units are at a second common site, a third pair of storage units are at a third common site, and a fourth pair of storage units are at a fourth common site.
- geographically different sites e.g., one in Chicago, one in Milwaukee, etc.
- each storage unit is located at a different site.
- all eight storage units are located at the same site.
- a first pair of storage units are at a first common site
- a DSN memory 22 may include more or less than eight storage units 36 . Further note that each storage unit 36 includes a computing core (as shown in FIG. 2 , or components thereof) and a plurality of memory devices for storing dispersed error encoded data.
- Each of the computing devices 12 - 16 , the managing unit 18 , and the integrity processing unit 20 include a computing core 26 , which includes network interfaces 30 - 33 .
- Computing devices 12 - 16 may each be a portable computing device and/or a fixed computing device.
- a portable computing device may be a social networking device, a gaming device, a cell phone, a smart phone, a digital assistant, a digital music player, a digital video player, a laptop computer, a handheld computer, a tablet, a video game controller, and/or any other portable device that includes a computing core.
- a fixed computing device may be a computer (PC), a computer server, a cable set-top box, a satellite receiver, a television set, a printer, a fax machine, home entertainment equipment, a video game console, and/or any type of home or office computing equipment.
- each of the managing unit 18 and the integrity processing unit 20 may be separate computing devices, may be a common computing device, and/or may be integrated into one or more of the computing devices 12 - 16 and/or into one or more of the storage units 36 .
- Each interface 30 , 32 , and 33 includes software and hardware to support one or more communication links via the network 24 indirectly and/or directly.
- interface 30 supports a communication link (e.g., wired, wireless, direct, via a LAN, via the network 24 , etc.) between computing devices 14 and 16 .
- interface 32 supports communication links (e.g., a wired connection, a wireless connection, a LAN connection, and/or any other type of connection to/from the network 24 ) between computing devices 12 & 16 and the DSN memory 22 .
- interface 33 supports a communication link for each of the managing unit 18 and the integrity processing unit 20 to the network 24 .
- Computing devices 12 and 16 include a dispersed storage (DS) client module 34 , which enables the computing device to dispersed storage error encode and decode data as subsequently described with reference to one or more of FIGS. 3-8 .
- computing device 16 functions as a dispersed storage processing agent for computing device 14 .
- computing device 16 dispersed storage error encodes and decodes data on behalf of computing device 14 .
- the DSN 10 is tolerant of a significant number of storage unit failures (the number of failures is based on parameters of the dispersed storage error encoding function) without loss of data and without the need for a redundant or backup copies of the data. Further, the DSN 10 stores data for an indefinite period of time without data loss and in a secure manner (e.g., the system is very resistant to unauthorized attempts at accessing the data).
- the managing unit 18 performs DS management services. For example, the managing unit 18 establishes distributed data storage parameters (e.g., vault creation, distributed storage parameters, security parameters, billing information, user profile information, etc.) for computing devices 12 - 14 individually or as part of a group of user devices. As a specific example, the managing unit 18 coordinates creation of a vault (e.g., a virtual memory block associated with a portion of an overall namespace of the DSN) within the distributed storage and task network (DSTN) memory 22 for a user device, a group of devices, or for public access and establishes per vault dispersed storage (DS) error encoding parameters for a vault.
- distributed data storage parameters e.g., vault creation, distributed storage parameters, security parameters, billing information, user profile information, etc.
- DSTN distributed storage and task network
- the managing unit 18 facilitates storage of DS error encoding parameters for each vault by updating registry information of the DSN 10 , where the registry information may be stored in the DSN memory 22 , a computing device 12 - 16 , the managing unit 18 , and/or the integrity processing unit 20 .
- the DSN managing unit 18 creates and stores user profile information (e.g., an access control list (ACL)) in local memory and/or within memory of the DSN memory 22 .
- the user profile information includes authentication information, permissions, and/or the security parameters.
- the security parameters may include encryption/decryption scheme, one or more encryption keys, key generation scheme, and/or data encoding/decoding scheme.
- the DSN managing unit 18 creates billing information for a particular user, a user group, a vault access, public vault access, etc. For instance, the DSTN managing unit 18 tracks the number of times a user accesses a non-public vault and/or public vaults, which can be used to generate per-access billing information. In another instance, the DSTN managing unit 18 tracks the amount of data stored and/or retrieved by a user device and/or a user group, which can be used to generate per-data-amount billing information.
- the managing unit 18 performs network operations, network administration, and/or network maintenance.
- Network operations includes authenticating user data allocation requests (e.g., read and/or write requests), managing creation of vaults, establishing authentication credentials for user devices, adding/deleting components (e.g., user devices, storage units, and/or computing devices with a DS client module 34 ) to/from the DSN 10 , and/or establishing authentication credentials for the storage units 36 .
- Network administration includes monitoring devices and/or units for failures, maintaining vault information, determining device and/or unit activation status, determining device and/or unit loading, and/or determining any other system level operation that affects the performance level of the DSN 10 .
- Network maintenance includes facilitating replacing, upgrading, repairing, and/or expanding a device and/or unit of the DSN 10 .
- the integrity processing unit 20 performs rebuilding of ‘bad’ or missing encoded data slices.
- the integrity processing unit 20 performs rebuilding by periodically attempting to retrieve/list encoded data slices, and/or slice names of the encoded data slices, from the DSN memory 22 .
- retrieved encoded slices they are checked for errors due to data corruption, outdated version, etc. If a slice includes an error, it is flagged as a ‘bad’ slice.
- encoded data slices that were not received and/or not listed they are flagged as missing slices.
- Bad and/or missing slices are subsequently rebuilt using other retrieved encoded data slices that are deemed to be good slices to produce rebuilt slices.
- the rebuilt slices are stored in the DSTN memory 22 .
- FIG. 2 is a schematic block diagram of an embodiment of a computing core 26 that includes a processing module 50 , a memory controller 52 , main memory 54 , a video graphics processing unit 55 , an input/output (IO) controller 56 , a peripheral component interconnect (PCI) interface 58 , an IO interface module 60 , at least one IO device interface module 62 , a read only memory (ROM) basic input output system (BIOS) 64 , and one or more memory interface modules.
- IO input/output
- PCI peripheral component interconnect
- IO interface module 60 at least one IO device interface module 62
- ROM read only memory
- BIOS basic input output system
- the one or more memory interface module(s) includes one or more of a universal serial bus (USB) interface module 66 , a host bus adapter (HBA) interface module 68 , a network interface module 70 , a flash interface module 72 , a hard drive interface module 74 , and a DSN interface module 76 .
- USB universal serial bus
- HBA host bus adapter
- the DSN interface module 76 functions to mimic a conventional operating system (OS) file system interface (e.g., network file system (NFS), flash file system (FFS), disk file system (DFS), file transfer protocol (FTP), web-based distributed authoring and versioning (WebDAV), etc.) and/or a block memory interface (e.g., small computer system interface (SCSI), internet small computer system interface (iSCSI), etc.).
- OS operating system
- the DSN interface module 76 and/or the network interface module 70 may function as one or more of the interface 30 - 33 of FIG. 1 .
- the IO device interface module 62 and/or the memory interface modules 66 - 76 may be collectively or individually referred to as IO ports.
- FIG. 3 is a schematic block diagram of an example of dispersed storage error encoding of data.
- a computing device 12 or 16 When a computing device 12 or 16 has data to store it disperse storage error encodes the data in accordance with a dispersed storage error encoding process based on dispersed storage error encoding parameters.
- the dispersed storage error encoding parameters include an encoding function (e.g., information dispersal algorithm, Reed-Solomon, Cauchy Reed-Solomon, systematic encoding, non-systematic encoding, on-line codes, etc.), a data segmenting protocol (e.g., data segment size, fixed, variable, etc.), and per data segment encoding values.
- an encoding function e.g., information dispersal algorithm, Reed-Solomon, Cauchy Reed-Solomon, systematic encoding, non-systematic encoding, on-line codes, etc.
- a data segmenting protocol e.g., data segment size
- the per data segment encoding values include a total, or pillar width, number (T) of encoded data slices per encoding of a data segment i.e., in a set of encoded data slices); a decode threshold number (D) of encoded data slices of a set of encoded data slices that are needed to recover the data segment; a read threshold number (R) of encoded data slices to indicate a number of encoded data slices per set to be read from storage for decoding of the data segment; and/or a write threshold number (W) to indicate a number of encoded data slices per set that must be accurately stored before the encoded data segment is deemed to have been properly stored.
- T total, or pillar width, number
- D decode threshold number
- R read threshold number
- W write threshold number
- the dispersed storage error encoding parameters may further include slicing information (e.g., the number of encoded data slices that will be created for each data segment) and/or slice security information (e.g., per encoded data slice encryption, compression, integrity checksum, etc.).
- slicing information e.g., the number of encoded data slices that will be created for each data segment
- slice security information e.g., per encoded data slice encryption, compression, integrity checksum, etc.
- the encoding function has been selected as Cauchy Reed-Solomon (a generic example is shown in FIG. 4 and a specific example is shown in FIG. 5 );
- the data segmenting protocol is to divide the data object into fixed sized data segments; and the per data segment encoding values include: a pillar width of 5, a decode threshold of 3, a read threshold of 4, and a write threshold of 4.
- the computing device 12 or 16 divides the data (e.g., a file (e.g., text, video, audio, etc.), a data object, or other data arrangement) into a plurality of fixed sized data segments (e.g., 1 through Y of a fixed size in range of Kilo-bytes to Tera-bytes or more).
- the number of data segments created is dependent of the size of the data and the data segmenting protocol.
- FIG. 4 illustrates a generic Cauchy Reed-Solomon encoding function, which includes an encoding matrix (EM), a data matrix (DM), and a coded matrix (CM).
- the size of the encoding matrix (EM) is dependent on the pillar width number (T) and the decode threshold number (D) of selected per data segment encoding values.
- EM encoding matrix
- T pillar width number
- D decode threshold number
- Z is a function of the number of data blocks created from the data segment and the decode threshold number (D).
- the coded matrix is produced by matrix multiplying the data matrix by the encoding matrix.
- FIG. 5 illustrates a specific example of Cauchy Reed-Solomon encoding with a pillar number (T) of five and decode threshold number of three.
- a first data segment is divided into twelve data blocks (D 1 -D 12 ).
- the coded matrix includes five rows of coded data blocks, where the first row of X 11 -X 14 corresponds to a first encoded data slice (EDS 1 _ 1 ), the second row of X 21 -X 24 corresponds to a second encoded data slice (EDS 2 _ 1 ), the third row of X 31 -X 34 corresponds to a third encoded data slice (EDS 3 _ 1 ), the fourth row of X 41 -X 44 corresponds to a fourth encoded data slice (EDS 4 _ 1 ), and the fifth row of X 51 -X 54 corresponds to a fifth encoded data slice (EDS 5 _ 1 ).
- the second number of the EDS designation corresponds to the data segment number.
- the computing device also creates a slice name (SN) for each encoded data slice (EDS) in the set of encoded data slices.
- a typical format for a slice name 60 is shown in FIG. 6 .
- the slice name (SN) 60 includes a pillar number of the encoded data slice (e.g., one of 1 ⁇ T), a data segment number (e.g., one of 1 ⁇ Y), a vault identifier (ID), a data object identifier (ID), and may further include revision level information of the encoded data slices.
- the slice name functions as, at least part of, a DSN address for the encoded data slice for storage and retrieval from the DSN memory 22 .
- the computing device 12 or 16 produces a plurality of sets of encoded data slices, which are provided with their respective slice names to the storage units for storage.
- the first set of encoded data slices includes EDS 1 _ 1 through EDS 5 _ 1 and the first set of slice names includes SN 1 _ 1 through SN 5 _ 1 and the last set of encoded data slices includes EDS 1 _Y through EDS 5 _Y and the last set of slice names includes SN 1 _Y through SN 5 _Y.
- FIG. 7 is a schematic block diagram of an example of dispersed storage error decoding of a data object that was dispersed storage error encoded and stored in the example of FIG. 4 .
- the computing device 12 or 16 retrieves from the storage units at least the decode threshold number of encoded data slices per data segment. As a specific example, the computing device retrieves a read threshold number of encoded data slices.
- the computing device uses a decoding function as shown in FIG. 8 .
- the decoding function is essentially an inverse of the encoding function of FIG. 4 .
- the coded matrix includes a decode threshold number of rows (e.g., three in this example) and the decoding matrix in an inversion of the encoding matrix that includes the corresponding rows of the coded matrix. For example, if the coded matrix includes rows 1, 2, and 4, the encoding matrix is reduced to rows 1, 2, and 4, and then inverted to produce the decoding matrix.
- a DS unit within a DSN memory can automatically transmit an IP multicast message to a specific multicast group address for specific events like write or delete at the vault and object level.
- the messages are sent to specific multicast groups at the time when the DSN memory unit completes a write or delete of an object to a vault. These messages notify explicit events to the recipients, which could help trigger other actions.
- the follow-up actions triggered upon the reception of the IP multicast event notification may include, for example, reading a newly written object to a vault or unsubscribing from certain multicast groups based on vault or object deletions.
- FIG. 9 is a schematic block diagram of another embodiment of a dispersed storage network (DSN) that includes a plurality of storage units, the network 24 of FIG. 1 , and distributed storage and task (DST) processing units 1 - 2 .
- DST processing units 1 and 2 may be implemented utilizing the DST processing unit 16 (Computing device) of FIG. 1 .
- a first set of storage units (e.g., SUs 36 ) of the plurality of storage units are affiliated with a first vault and a second set of storage units (e.g., SUs 36 ) of the plurality of storage units are affiliated with a second vault, where vaults are utilized to store data of a common association (e.g., data from a common group of users), and where data is dispersed storage error encoded to produce a set of encoded data slices that are stored in the corresponding set of storage units.
- a storage unit may be affiliated with two or more vaults. For example, storage units 1 and 16 are associated with the vault 1 and storage unit 16 - 32 are affiliated with the vault 2 .
- the DSN functions to communicate storage unit task execution status.
- IP addresses are associated with each of the vaults.
- the association may result from one or more of a manager assignment, a storage unit self-assignment, set of storage unit self-assignment, or an assignment by any DST processing unit.
- the vault 1 is associated with the multicast IP address A and the vault 2 is associated with a multicast IP address B in accordance with system registry information as determined by a manager.
- the DST processing unit 1 when storing data associated with a vault, the DST processing unit 1 identifies a multicast IP address associated with the vault.
- the identifying includes at least one of assigning, interpreting the system registry information, interpreting a query response, or interpreting a multicast IP address subscription. For example, the DST processing unit 1 identifies the multicast IP address A when the vault is the first vault and identifies the multicast IP address B when the vault is the second vault.
- the DST processing unit 1 Having identified the multicast IP address (e.g., multicast IP address A), the DST processing unit 1 generates a multicast IP message that includes the multicast IP address, one or more encoded data slices for storage (e.g., slices 1 - 16 ), and for each encoded data slice, a corresponding slice name, where the DST processing unit 1 dispersed storage error encodes data A to produce the one or more encoded data slices 1 - 16 .
- the DST processing unit 1 sends multicast IP message, via the network 24 , to the plurality of storage units of the DSN. For example, the DST processing unit 1 transmits a multicast IP address A vault 1 slices 1 - 16 message to the network 24 for redistribution (e.g., to storage units 1 - 16 that have subscribed to the multicast IP address A).
- Each storage unit receiving the multicast IP message extracts the multicast IP address from the multicast IP message. For example, the storage unit 1 identifies a multicast IP address field of the multicast IP message and retrieves the multicast IP address A from the identified multicast IP address field to extract the multicast IP address A.
- the storage unit stores the one or more encoded data slices for storage by the storage unit and the corresponding slice name for each encoded data slice.
- the storage unit 1 indicates a favorable comparison with the extracted IP address A is within a range of the subscribed IP addresses of the storage unit 1 , and stores the encoded data slice 1 corresponds to the storage unit 1 .
- the storage unit stores the one or more encoded data slices for storage in the corresponding slice name for each encoded data slice associated with the storage unit.
- the storage unit 1 stores encoded data slice 1 of the encoded data slices 1 - 16 .
- each storage unit Having successfully stored the one or more encoded data slices, each storage unit issues a status multicast IP message, where the status multicast IP message includes one or more of the multicast IP address associated with the vault, the storage unit identifier, a corresponding one or more slice names, or a status indicator that indicates the successful storage of the one or more encoded data slices for the storage unit.
- the storage unit 1 generates the status multicast IP message address A vault 1 for storage confirmation of slice 1 and transmits the status multicast IP message to the network 24 .
- the DST processing unit 2 determines whether the plurality of status multicast IP messages indicates successful storage of data in a corresponding vault. The determining includes indicating that the data has been successfully stored in the corresponding vault when a confirmation threshold number (e.g., a write threshold number) of favorable received status multicast IP messages indicates successful storage of slices of the data. For example, the DST processing unit 2 receives a write threshold number of multicast IP address A vault 1 storage confirmation of slices 1 - 16 and indicates that the data A has storage in the vault 1 .
- a confirmation threshold number e.g., a write threshold number
- DST processing unit 2 When the data has been successfully stored, DST processing unit 2 facilitates execution of an associated task.
- the associated task includes one or more of reading the data back, updating a directory, notifying a user device of the successful storage, or deleting the data after a deletion time frame, etc.
- the DST processing unit 2 issues read slice requests, for each set of encoded data slices, receives further multicast IP messages that includes a decode threshold number of encoded data slices (e.g., multicast IP address A vault 1 slices 1 - 10 when the decode threshold number is 10), and disperse storage error decodes the received encoded data slices to produce recovered data A.
- a decode threshold number of encoded data slices e.g., multicast IP address A vault 1 slices 1 - 10 when the decode threshold number is 10
- FIG. 9A is a flowchart illustrating an example of communicating storage unit task execution status. In particular, a method is presented for use in conjunction with one or more functions and features described in conjunction with FIGS. 1-2, 3-8, 9 and 9A .
- the method includes step 902 where a first processing unit (e.g., of a first distributed storage and task (DST) processing unit), when storing data associated with a vault, identifies a multicast Internet protocol (IP) address associated with the vault.
- the identifying includes one or more of assigning, interpreting system registry information, interpreting a query response, or interpreting a multicast IP address subscription.
- the method continues at step 904 where the first processing unit generates a multicast IP message that includes the multicast IP address and another aspect. Another aspect includes a write slice request that includes an encoded data slice and a slice name, or a read slice request that includes a slice name, etc.
- the method continues at step 906 where the first processing unit sends the multicast IP message to a plurality of storage units of a dispersed storage network (DSN). For example, first processing unit transmits the multicast IP message via a network to the plurality of storage units. As another example, the first processing unit transmits the multicast IP message to at least one of a router or a switch of the network, where the network forwards the multicast ID message to particular storage units associated with the vault.
- DSN dispersed storage network
- each storage unit receiving the multicast IP message extracts the multicast IP address from the multicast IP message. For example, the storage unit identifies a multicast IP address field of the multicast IP message, and retrieves the multicast IP address from the identified multicast IP address field.
- each storage unit issues a status multicast IP message indicating successful processing of another aspect.
- the issuing includes generating the status multicast IP message to include one or more of the multicast IP address, a storage unit identifier, a corresponding one or more slice names, or a status indicator that indicates successful storage of the one or more encoded data slices when the other aspect is storing slices, and transmitting the status multicast IP message to the network.
- a second processing unit determines whether the plurality of status multicast IP messages indicates successful execution of another aspect.
- the first processing unit performs the determining.
- the determining includes indicating that the data has been successfully stored in the corresponding vault when a confirmation threshold number (e.g., a write threshold number) of favorable received status multicast IP messages indicates successful storage of slices of the data when the other aspect is storing slices of the data.
- a confirmation threshold number e.g., a write threshold number
- the method continues at step 916 where the second processing unit facilitates execution of an associated task.
- the second processing unit issues read slice requests for each set of encoded data slices, receives further multicast IP messages that includes a decode threshold number of encoded data slices, or dispersed storage error decodes the received encoded data slices to produce recovered data when the other aspect includes reading back recently stored data.
- At least one memory section e.g., a non-transitory computer readable storage medium
- that stores operational instructions can, when executed by one or more processing modules of one or more computing devices of the dispersed storage network (DSN), cause the one or more computing devices to perform any or all of the method steps described above.
- the terms “substantially” and “approximately” provides an industry-accepted tolerance for its corresponding term and/or relativity between items. Such an industry-accepted tolerance ranges from less than one percent to fifty percent and corresponds to, but is not limited to, component values, integrated circuit process variations, temperature variations, rise and fall times, and/or thermal noise. Such relativity between items ranges from a difference of a few percent to magnitude differences.
- the term(s) “configured to”, “operably coupled to”, “coupled to”, and/or “coupling” includes direct coupling between items and/or indirect coupling between items via an intervening item (e.g., an item includes, but is not limited to, a component, an element, a circuit, and/or a module) where, for an example of indirect coupling, the intervening item does not modify the information of a signal but may adjust its current level, voltage level, and/or power level.
- inferred coupling i.e., where one element is coupled to another element by inference
- the term “configured to”, “operable to”, “coupled to”, or “operably coupled to” indicates that an item includes one or more of power connections, input(s), output(s), etc., to perform, when activated, one or more its corresponding functions and may further include inferred coupling to one or more other items.
- the term “associated with”, includes direct and/or indirect coupling of separate items and/or one item being embedded within another item.
- the term “compares favorably”, indicates that a comparison between two or more items, signals, etc., provides a desired relationship. For example, when the desired relationship is that signal 1 has a greater magnitude than signal 2 , a favorable comparison may be achieved when the magnitude of signal 1 is greater than that of signal 2 or when the magnitude of signal 2 is less than that of signal 1 .
- the term “compares unfavorably”, indicates that a comparison between two or more items, signals, etc., fails to provide the desired relationship.
- processing module may be a single processing device or a plurality of processing devices.
- a processing device may be a microprocessor, micro-controller, digital signal processor, microcomputer, central processing unit, field programmable gate array, programmable logic device, state machine, logic circuitry, analog circuitry, digital circuitry, and/or any device that manipulates signals (analog and/or digital) based on hard coding of the circuitry and/or operational instructions.
- the processing module, module, processing circuit, and/or processing unit may be, or further include, memory and/or an integrated memory element, which may be a single memory device, a plurality of memory devices, and/or embedded circuitry of another processing module, module, processing circuit, and/or processing unit.
- a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information.
- the memory element may store, and the processing module, module, processing circuit, and/or processing unit executes, hard coded and/or operational instructions corresponding to at least some of the steps and/or functions illustrated in one or more of the Figures.
- Such a memory device or memory element can be included in an article of manufacture.
- a flow diagram may include a “start” and/or “continue” indication.
- the “start” and “continue” indications reflect that the steps presented can optionally be incorporated in or otherwise used in conjunction with other routines.
- start indicates the beginning of the first step presented and may be preceded by other activities not specifically shown.
- continue indicates that the steps presented may be performed multiple times and/or may be succeeded by other activities not specifically shown.
- a flow diagram indicates a particular ordering of steps, other orderings are likewise possible provided that the principles of causality are maintained.
- the one or more embodiments are used herein to illustrate one or more aspects, one or more features, one or more concepts, and/or one or more examples.
- a physical embodiment of an apparatus, an article of manufacture, a machine, and/or of a process may include one or more of the aspects, features, concepts, examples, etc. described with reference to one or more of the embodiments discussed herein.
- the embodiments may incorporate the same or similarly named functions, steps, modules, etc. that may use the same or different reference numbers and, as such, the functions, steps, modules, etc. may be the same or similar functions, steps, modules, etc. or different ones.
- signals to, from, and/or between elements in a figure of any of the figures presented herein may be analog or digital, continuous time or discrete time, and single-ended or differential.
- signals to, from, and/or between elements in a figure of any of the figures presented herein may be analog or digital, continuous time or discrete time, and single-ended or differential.
- a signal path is shown as a single-ended path, it also represents a differential signal path.
- a signal path is shown as a differential path, it also represents a single-ended signal path.
- module is used in the description of one or more of the embodiments.
- a module implements one or more functions via a device such as a processor or other processing device or other hardware that may include or operate in association with a memory that stores operational instructions.
- a module may operate independently and/or in conjunction with software and/or firmware.
- a module may contain one or more sub-modules, each of which may be one or more modules.
- a computer readable memory includes one or more memory elements.
- a memory element may be a separate memory device, multiple memory devices, or a set of memory locations within a memory device.
- Such a memory device may be a read-only memory, random access memory, volatile memory, non-volatile memory, static memory, dynamic memory, flash memory, cache memory, and/or any device that stores digital information.
- the memory device may be in a form a solid state memory, a hard drive memory, cloud memory, thumb drive, server memory, computing device memory, and/or other physical medium for storing digital information.
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US20170155520A1 (en) | 2017-06-01 |
US10496308B2 (en) | 2019-12-03 |
US20170153837A1 (en) | 2017-06-01 |
US9933969B2 (en) | 2018-04-03 |
US20170153828A1 (en) | 2017-06-01 |
US20170153853A1 (en) | 2017-06-01 |
US20170153948A1 (en) | 2017-06-01 |
US20170153943A1 (en) | 2017-06-01 |
US10387063B2 (en) | 2019-08-20 |
US9971538B2 (en) | 2018-05-15 |
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